Basics of Deep Learning, activation function , some maths, optimizer , layers.
Machine Interview Questions
10,824 machine interview questions shared by candidates
Usual LLM Things, LLM System Design
KNN, algorithm
Q: Given this company, how do you believe ML could be applied to solve some issue?
Create a web API to interact with OCR engine (sending images and getting the OCR results back via GET\POST)
Ask me several leet code-like programming questions. That wasn't so difficult but it was tricky.
Multiple graph questions, Leetcode hard and medium, ML fundamentals and DL.
Probability, signal processing (Fourier transform and sampling theory), deep learning, hidden Markov chain, live coding questions.
The knowledge they test is broad, ranging from programming to stats to domain knowledge and deep learning.
experience
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